Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 52 |
| Missing cells | 547 |
| Missing cells (%) | 45.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 9.5 KiB |
| Average record size in memory | 186.5 B |
Variable types
| Numeric | 14 |
|---|---|
| Unsupported | 6 |
| Categorical | 3 |
Year is highly overall correlated with Oil and 10 other fields | High correlation |
Oil is highly overall correlated with Year and 10 other fields | High correlation |
Total Primaries is highly overall correlated with Year and 10 other fields | High correlation |
Electricity is highly overall correlated with Coal and 1 other fields | High correlation |
LPG is highly overall correlated with Coal and 1 other fields | High correlation |
Gasoline/alcohol is highly overall correlated with Diesel oil and 7 other fields | High correlation |
Kerosene/jet fuel is highly overall correlated with Year and 11 other fields | High correlation |
Diesel oil is highly overall correlated with Gasoline/alcohol and 8 other fields | High correlation |
Fuel oil is highly overall correlated with Year and 10 other fields | High correlation |
Charcoal is highly overall correlated with Oil and 6 other fields | High correlation |
Other secondary is highly overall correlated with Year and 8 other fields | High correlation |
Non-energy is highly overall correlated with Year and 10 other fields | High correlation |
Total Secundaries is highly overall correlated with Year and 12 other fields | High correlation |
Total is highly overall correlated with Year and 11 other fields | High correlation |
Coal is highly overall correlated with Year and 13 other fields | High correlation |
Coke is highly overall correlated with Year and 14 other fields | High correlation |
Gases is highly overall correlated with Year and 7 other fields | High correlation |
Oil has 12 (23.1%) missing values | Missing |
Natural gas has 52 (100.0%) missing values | Missing |
Coal has 49 (94.2%) missing values | Missing |
Hydroenergy has 52 (100.0%) missing values | Missing |
Nuclear has 52 (100.0%) missing values | Missing |
Firewood has 52 (100.0%) missing values | Missing |
Sugarcane and products has 52 (100.0%) missing values | Missing |
Other Primary_x000d_ has 52 (100.0%) missing values | Missing |
Total Primaries has 11 (21.2%) missing values | Missing |
Electricity has 2 (3.8%) missing values | Missing |
LPG has 6 (11.5%) missing values | Missing |
Gasoline/alcohol has 1 (1.9%) missing values | Missing |
Coke has 48 (92.3%) missing values | Missing |
Charcoal has 39 (75.0%) missing values | Missing |
Gases has 37 (71.2%) missing values | Missing |
Other secondary has 24 (46.2%) missing values | Missing |
Non-energy has 6 (11.5%) missing values | Missing |
Year is uniformly distributed | Uniform |
Coal is uniformly distributed | Uniform |
Coke is uniformly distributed | Uniform |
Year has unique values | Unique |
Kerosene/jet fuel has unique values | Unique |
Diesel oil has unique values | Unique |
Fuel oil has unique values | Unique |
Total Secundaries has unique values | Unique |
Total has unique values | Unique |
Natural gas is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Hydroenergy is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Nuclear is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Firewood is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Sugarcane and products is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Other Primary_x000d_ is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
| Analysis started | 2023-07-30 07:29:41.452881 |
|---|---|
| Analysis finished | 2023-07-30 07:30:30.923505 |
| Duration | 49.47 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
Year
Real number (ℝ)
HIGH CORRELATION UNIFORM UNIQUE
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1995.5 |
| Minimum | 1970 |
|---|---|
| Maximum | 2021 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 1970 |
|---|---|
| 5-th percentile | 1972.55 |
| Q1 | 1982.75 |
| median | 1995.5 |
| Q3 | 2008.25 |
| 95-th percentile | 2018.45 |
| Maximum | 2021 |
| Range | 51 |
| Interquartile range (IQR) | 25.5 |
Descriptive statistics
| Standard deviation | 15.154757 |
|---|---|
| Coefficient of variation (CV) | 0.0075944662 |
| Kurtosis | -1.2 |
| Mean | 1995.5 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 0 |
| Sum | 103766 |
| Variance | 229.66667 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1970 | 1 | 1.9% |
| 1971 | 1 | 1.9% |
| 1998 | 1 | 1.9% |
| 1999 | 1 | 1.9% |
| 2000 | 1 | 1.9% |
| 2001 | 1 | 1.9% |
| 2002 | 1 | 1.9% |
| 2003 | 1 | 1.9% |
| 2004 | 1 | 1.9% |
| 2005 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| 1970 | 1 | |
| 1971 | 1 | |
| 1972 | 1 | |
| 1973 | 1 | |
| 1974 | 1 | |
| 1975 | 1 | |
| 1976 | 1 | |
| 1977 | 1 | |
| 1978 | 1 | |
| 1979 | 1 |
| Value | Count | Frequency (%) |
| 2021 | 1 | |
| 2020 | 1 | |
| 2019 | 1 | |
| 2018 | 1 | |
| 2017 | 1 | |
| 2016 | 1 | |
| 2015 | 1 | |
| 2014 | 1 | |
| 2013 | 1 | |
| 2012 | 1 |
Oil
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 40 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 12 |
| Missing (%) | 23.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17460.888 |
| Minimum | 30.47 |
|---|---|
| Maximum | 71982.06 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 30.47 |
|---|---|
| 5-th percentile | 60.879 |
| Q1 | 742.055 |
| median | 9082.94 |
| Q3 | 27435.028 |
| 95-th percentile | 64552.15 |
| Maximum | 71982.06 |
| Range | 71951.59 |
| Interquartile range (IQR) | 26692.972 |
Descriptive statistics
| Standard deviation | 21470.304 |
|---|---|
| Coefficient of variation (CV) | 1.2296227 |
| Kurtosis | 0.38929705 |
| Mean | 17460.888 |
| Median Absolute Deviation (MAD) | 8996.47 |
| Skewness | 1.1922487 |
| Sum | 698435.51 |
| Variance | 4.6097394 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=40)
| Value | Count | Frequency (%) |
| 65.05 | 1 | 1.9% |
| 28095.71 | 1 | 1.9% |
| 12549.29 | 1 | 1.9% |
| 14134.11 | 1 | 1.9% |
| 19091.61 | 1 | 1.9% |
| 21759.04 | 1 | 1.9% |
| 22367.06 | 1 | 1.9% |
| 27049.92 | 1 | 1.9% |
| 32985.75 | 1 | 1.9% |
| 31541.82 | 1 | 1.9% |
| Other values (30) | 30 | |
| (Missing) | 12 | 23.1% |
| Value | Count | Frequency (%) |
| 30.47 | 1 | |
| 52.12 | 1 | |
| 61.34 | 1 | |
| 65.05 | 1 | |
| 107.89 | 1 | |
| 135.69 | 1 | |
| 190.61 | 1 | |
| 246.25 | 1 | |
| 674.34 | 1 | |
| 702.08 | 1 |
| Value | Count | Frequency (%) |
| 71982.06 | 1 | |
| 65724.07 | 1 | |
| 64490.47 | 1 | |
| 56589.39 | 1 | |
| 54715.51 | 1 | |
| 44490.35 | 1 | |
| 38639.33 | 1 | |
| 32985.75 | 1 | |
| 31541.82 | 1 | |
| 28095.71 | 1 |
Natural gas
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 52 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 548.0 B |
Coal
Categorical
HIGH CORRELATION MISSING UNIFORM
| Distinct | 3 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 49 |
| Missing (%) | 94.2% |
| Memory size | 548.0 B |
| 48.98 | |
|---|---|
| 0.44 | |
| 40.37 |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.6666667 |
| Min length | 4 |
Characters and Unicode
| Total characters | 14 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 48.98 |
|---|---|
| 2nd row | 0.44 |
| 3rd row | 40.37 |
Common Values
| Value | Count | Frequency (%) |
| 48.98 | 1 | 1.9% |
| 0.44 | 1 | 1.9% |
| 40.37 | 1 | 1.9% |
| (Missing) | 49 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 48.98 | 1 | |
| 0.44 | 1 | |
| 40.37 | 1 |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 4 | |
| . | 3 | |
| 8 | 2 | |
| 0 | 2 | |
| 9 | 1 | 7.1% |
| 3 | 1 | 7.1% |
| 7 | 1 | 7.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 11 | |
| Other Punctuation | 3 | 21.4% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 4 | |
| 8 | 2 | |
| 0 | 2 | |
| 9 | 1 | 9.1% |
| 3 | 1 | 9.1% |
| 7 | 1 | 9.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 3 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 14 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 4 | 4 | |
| . | 3 | |
| 8 | 2 | |
| 0 | 2 | |
| 9 | 1 | 7.1% |
| 3 | 1 | 7.1% |
| 7 | 1 | 7.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 14 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 4 | 4 | |
| . | 3 | |
| 8 | 2 | |
| 0 | 2 | |
| 9 | 1 | 7.1% |
| 3 | 1 | 7.1% |
| 7 | 1 | 7.1% |
Hydroenergy
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 52 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 548.0 B |
Nuclear
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 52 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 548.0 B |
Firewood
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 52 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 548.0 B |
Sugarcane and products
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 52 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 548.0 B |
Other Primary_x000d_
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 52 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 548.0 B |
Total Primaries
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 41 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 11 |
| Missing (%) | 21.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17037.202 |
| Minimum | 30.47 |
|---|---|
| Maximum | 71982.06 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 30.47 |
|---|---|
| 5-th percentile | 52.12 |
| Q1 | 702.08 |
| median | 5786.8 |
| Q3 | 27214.8 |
| 95-th percentile | 64490.47 |
| Maximum | 71982.06 |
| Range | 71951.59 |
| Interquartile range (IQR) | 26512.72 |
Descriptive statistics
| Standard deviation | 21374.596 |
|---|---|
| Coefficient of variation (CV) | 1.2545837 |
| Kurtosis | 0.47243034 |
| Mean | 17037.202 |
| Median Absolute Deviation (MAD) | 5756.33 |
| Skewness | 1.2249985 |
| Sum | 698525.3 |
| Variance | 4.5687335 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=41)
| Value | Count | Frequency (%) |
| 65.05 | 1 | 1.9% |
| 28095.71 | 1 | 1.9% |
| 12549.29 | 1 | 1.9% |
| 14134.55 | 1 | 1.9% |
| 19091.61 | 1 | 1.9% |
| 21759.04 | 1 | 1.9% |
| 22367.06 | 1 | 1.9% |
| 27049.92 | 1 | 1.9% |
| 32985.75 | 1 | 1.9% |
| 31582.19 | 1 | 1.9% |
| Other values (31) | 31 | |
| (Missing) | 11 | 21.2% |
| Value | Count | Frequency (%) |
| 30.47 | 1 | |
| 48.98 | 1 | |
| 52.12 | 1 | |
| 61.34 | 1 | |
| 65.05 | 1 | |
| 107.89 | 1 | |
| 135.69 | 1 | |
| 190.61 | 1 | |
| 246.25 | 1 | |
| 674.34 | 1 |
| Value | Count | Frequency (%) |
| 71982.06 | 1 | |
| 65724.07 | 1 | |
| 64490.47 | 1 | |
| 56589.39 | 1 | |
| 54715.51 | 1 | |
| 44490.35 | 1 | |
| 38639.33 | 1 | |
| 32985.75 | 1 | |
| 31582.19 | 1 | |
| 28095.71 | 1 |
Electricity
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 38 |
|---|---|
| Distinct (%) | 76.0% |
| Missing | 2 |
| Missing (%) | 3.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.9984 |
| Minimum | 0.07 |
|---|---|
| Maximum | 218.24 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 0.07 |
|---|---|
| 5-th percentile | 0.466 |
| Q1 | 0.69 |
| median | 2.195 |
| Q3 | 21.8325 |
| 95-th percentile | 119.892 |
| Maximum | 218.24 |
| Range | 218.17 |
| Interquartile range (IQR) | 21.1425 |
Descriptive statistics
| Standard deviation | 45.346925 |
|---|---|
| Coefficient of variation (CV) | 1.8895812 |
| Kurtosis | 8.4970151 |
| Mean | 23.9984 |
| Median Absolute Deviation (MAD) | 1.87 |
| Skewness | 2.8630894 |
| Sum | 1199.92 |
| Variance | 2056.3436 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=38)
| Value | Count | Frequency (%) |
| 0.69 | 6 | 11.5% |
| 0.6 | 5 | 9.6% |
| 1.72 | 2 | 3.8% |
| 40.2 | 2 | 3.8% |
| 2.15 | 2 | 3.8% |
| 92.65 | 1 | 1.9% |
| 13.74 | 1 | 1.9% |
| 24.28 | 1 | 1.9% |
| 33.91 | 1 | 1.9% |
| 174.51 | 1 | 1.9% |
| Other values (28) | 28 | |
| (Missing) | 2 | 3.8% |
| Value | Count | Frequency (%) |
| 0.07 | 1 | 1.9% |
| 0.22 | 1 | 1.9% |
| 0.43 | 1 | 1.9% |
| 0.51 | 1 | 1.9% |
| 0.52 | 1 | 1.9% |
| 0.6 | 5 | |
| 0.69 | 6 | |
| 0.77 | 1 | 1.9% |
| 0.86 | 1 | 1.9% |
| 0.95 | 1 | 1.9% |
| Value | Count | Frequency (%) |
| 218.24 | 1 | |
| 174.51 | 1 | |
| 129.72 | 1 | |
| 107.88 | 1 | |
| 92.65 | 1 | |
| 59.12 | 1 | |
| 44.44 | 1 | |
| 40.2 | 2 | |
| 33.91 | 1 | |
| 31.81 | 1 |
LPG
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 45 |
|---|---|
| Distinct (%) | 97.8% |
| Missing | 6 |
| Missing (%) | 11.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.748043 |
| Minimum | 0.12 |
|---|---|
| Maximum | 108.36 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 0.12 |
|---|---|
| 5-th percentile | 0.255 |
| Q1 | 4.615 |
| median | 17.935 |
| Q3 | 46.6425 |
| 95-th percentile | 80.795 |
| Maximum | 108.36 |
| Range | 108.24 |
| Interquartile range (IQR) | 42.0275 |
Descriptive statistics
| Standard deviation | 27.666945 |
|---|---|
| Coefficient of variation (CV) | 0.99707733 |
| Kurtosis | 0.63043244 |
| Mean | 27.748043 |
| Median Absolute Deviation (MAD) | 15.92 |
| Skewness | 1.1142047 |
| Sum | 1276.41 |
| Variance | 765.45986 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=45)
| Value | Count | Frequency (%) |
| 0.12 | 2 | 3.8% |
| 23.96 | 1 | 1.9% |
| 41.16 | 1 | 1.9% |
| 4.75 | 1 | 1.9% |
| 108.36 | 1 | 1.9% |
| 81.11 | 1 | 1.9% |
| 79.85 | 1 | 1.9% |
| 92.76 | 1 | 1.9% |
| 20.72 | 1 | 1.9% |
| 14.14 | 1 | 1.9% |
| Other values (35) | 35 | |
| (Missing) | 6 | 11.5% |
| Value | Count | Frequency (%) |
| 0.12 | 2 | |
| 0.23 | 1 | |
| 0.33 | 1 | |
| 0.55 | 1 | |
| 1.05 | 1 | |
| 2.98 | 1 | |
| 3 | 1 | |
| 3.73 | 1 | |
| 3.75 | 1 | |
| 4.54 | 1 |
| Value | Count | Frequency (%) |
| 108.36 | 1 | |
| 92.76 | 1 | |
| 81.11 | 1 | |
| 79.85 | 1 | |
| 70.64 | 1 | |
| 62.66 | 1 | |
| 55.04 | 1 | |
| 50.14 | 1 | |
| 47.33 | 1 | |
| 47.05 | 1 |
Gasoline/alcohol
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 51 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 1.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1901.521 |
| Minimum | 2.59 |
|---|---|
| Maximum | 4772.95 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 2.59 |
|---|---|
| 5-th percentile | 68.19 |
| Q1 | 1027.915 |
| median | 1676.55 |
| Q3 | 2853.88 |
| 95-th percentile | 3888.965 |
| Maximum | 4772.95 |
| Range | 4770.36 |
| Interquartile range (IQR) | 1825.965 |
Descriptive statistics
| Standard deviation | 1302.2651 |
|---|---|
| Coefficient of variation (CV) | 0.68485442 |
| Kurtosis | -0.74071783 |
| Mean | 1901.521 |
| Median Absolute Deviation (MAD) | 1043.47 |
| Skewness | 0.37768988 |
| Sum | 96977.57 |
| Variance | 1695894.3 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.59 | 1 | 1.9% |
| 1414.49 | 1 | 1.9% |
| 1436.8 | 1 | 1.9% |
| 1676.55 | 1 | 1.9% |
| 2434.82 | 1 | 1.9% |
| 3042.38 | 1 | 1.9% |
| 2456.29 | 1 | 1.9% |
| 2720.02 | 1 | 1.9% |
| 3520.82 | 1 | 1.9% |
| 3911.9 | 1 | 1.9% |
| Other values (41) | 41 |
| Value | Count | Frequency (%) |
| 2.59 | 1 | |
| 25 | 1 | |
| 25.52 | 1 | |
| 110.86 | 1 | |
| 130.57 | 1 | |
| 204.5 | 1 | |
| 244.5 | 1 | |
| 398.42 | 1 | |
| 438.66 | 1 | |
| 579.77 | 1 |
| Value | Count | Frequency (%) |
| 4772.95 | 1 | |
| 4726.19 | 1 | |
| 3911.9 | 1 | |
| 3866.03 | 1 | |
| 3778.14 | 1 | |
| 3708.7 | 1 | |
| 3684.24 | 1 | |
| 3564.37 | 1 | |
| 3520.82 | 1 | |
| 3102.11 | 1 |
Kerosene/jet fuel
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 987.37942 |
| Minimum | 8.19 |
|---|---|
| Maximum | 2788.92 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 8.19 |
|---|---|
| 5-th percentile | 51.475 |
| Q1 | 497.3 |
| median | 758.295 |
| Q3 | 1314.06 |
| 95-th percentile | 2406.1275 |
| Maximum | 2788.92 |
| Range | 2780.73 |
| Interquartile range (IQR) | 816.76 |
Descriptive statistics
| Standard deviation | 769.97789 |
|---|---|
| Coefficient of variation (CV) | 0.77981967 |
| Kurtosis | -0.43851206 |
| Mean | 987.37942 |
| Median Absolute Deviation (MAD) | 418.725 |
| Skewness | 0.78476651 |
| Sum | 51343.73 |
| Variance | 592865.96 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 122.91 | 1 | 1.9% |
| 48.34 | 1 | 1.9% |
| 902.52 | 1 | 1.9% |
| 869.01 | 1 | 1.9% |
| 707.04 | 1 | 1.9% |
| 639.33 | 1 | 1.9% |
| 756.96 | 1 | 1.9% |
| 1145.11 | 1 | 1.9% |
| 1115.24 | 1 | 1.9% |
| 1111.87 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| 8.19 | 1 | |
| 34.4 | 1 | |
| 48.34 | 1 | |
| 54.04 | 1 | |
| 64.73 | 1 | |
| 96.67 | 1 | |
| 122.91 | 1 | |
| 158.06 | 1 | |
| 198.96 | 1 | |
| 212.06 | 1 |
| Value | Count | Frequency (%) |
| 2788.92 | 1 | |
| 2448.47 | 1 | |
| 2433.38 | 1 | |
| 2383.83 | 1 | |
| 2327.66 | 1 | |
| 2230.13 | 1 | |
| 2228.23 | 1 | |
| 2203.79 | 1 | |
| 2162.81 | 1 | |
| 1971.97 | 1 |
Diesel oil
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 721.72096 |
| Minimum | 47.15 |
|---|---|
| Maximum | 1699.88 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 47.15 |
|---|---|
| 5-th percentile | 201.2335 |
| Q1 | 505.5925 |
| median | 675.76 |
| Q3 | 894.045 |
| 95-th percentile | 1347.1985 |
| Maximum | 1699.88 |
| Range | 1652.73 |
| Interquartile range (IQR) | 388.4525 |
Descriptive statistics
| Standard deviation | 359.99063 |
|---|---|
| Coefficient of variation (CV) | 0.49879476 |
| Kurtosis | 0.24858771 |
| Mean | 721.72096 |
| Median Absolute Deviation (MAD) | 187.69 |
| Skewness | 0.59852985 |
| Sum | 37529.49 |
| Variance | 129593.26 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 47.15 | 1 | 1.9% |
| 135.46 | 1 | 1.9% |
| 464.4 | 1 | 1.9% |
| 521.14 | 1 | 1.9% |
| 660.53 | 1 | 1.9% |
| 741.66 | 1 | 1.9% |
| 681.3 | 1 | 1.9% |
| 694.85 | 1 | 1.9% |
| 816.36 | 1 | 1.9% |
| 973.63 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| 47.15 | 1 | |
| 135.46 | 1 | |
| 166.05 | 1 | |
| 230.02 | 1 | |
| 263.89 | 1 | |
| 264.91 | 1 | |
| 346.36 | 1 | |
| 349.79 | 1 | |
| 367.11 | 1 | |
| 456.1 | 1 |
| Value | Count | Frequency (%) |
| 1699.88 | 1 | |
| 1526.08 | 1 | |
| 1384.34 | 1 | |
| 1316.81 | 1 | |
| 1280.18 | 1 | |
| 1276.12 | 1 | |
| 1208.7 | 1 | |
| 1130.97 | 1 | |
| 1123.44 | 1 | |
| 1004.52 | 1 |
Fuel oil
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4600.0538 |
| Minimum | 313.88 |
|---|---|
| Maximum | 13572.51 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 313.88 |
|---|---|
| 5-th percentile | 560.4425 |
| Q1 | 1923.16 |
| median | 2596.365 |
| Q3 | 7884.195 |
| 95-th percentile | 9244.763 |
| Maximum | 13572.51 |
| Range | 13258.63 |
| Interquartile range (IQR) | 5961.035 |
Descriptive statistics
| Standard deviation | 3486.1491 |
|---|---|
| Coefficient of variation (CV) | 0.75784964 |
| Kurtosis | -0.83968282 |
| Mean | 4600.0538 |
| Median Absolute Deviation (MAD) | 1976.105 |
| Skewness | 0.56216424 |
| Sum | 239202.8 |
| Variance | 12153236 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 748.34 | 1 | 1.9% |
| 313.88 | 1 | 1.9% |
| 3921.16 | 1 | 1.9% |
| 4191.17 | 1 | 1.9% |
| 5058.31 | 1 | 1.9% |
| 6974.61 | 1 | 1.9% |
| 7698.33 | 1 | 1.9% |
| 8381.85 | 1 | 1.9% |
| 9607.18 | 1 | 1.9% |
| 8036.77 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| 313.88 | 1 | |
| 425.72 | 1 | |
| 510.31 | 1 | |
| 601.46 | 1 | |
| 639.06 | 1 | |
| 684.61 | 1 | |
| 748.34 | 1 | |
| 934.27 | 1 | |
| 1143.22 | 1 | |
| 1600.28 | 1 |
| Value | Count | Frequency (%) |
| 13572.51 | 1 | |
| 11963.08 | 1 | |
| 9607.18 | 1 | |
| 8948.24 | 1 | |
| 8878.53 | 1 | |
| 8814.11 | 1 | |
| 8501.13 | 1 | |
| 8396.75 | 1 | |
| 8381.85 | 1 | |
| 8278.32 | 1 |
Coke
Categorical
HIGH CORRELATION MISSING UNIFORM
| Distinct | 4 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 48 |
| Missing (%) | 92.3% |
| Memory size | 548.0 B |
| 0.69 | |
|---|---|
| 0.89 | |
| 1.03 | |
| 0.41 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 16 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 0.69 |
|---|---|
| 2nd row | 0.89 |
| 3rd row | 1.03 |
| 4th row | 0.41 |
Common Values
| Value | Count | Frequency (%) |
| 0.69 | 1 | 1.9% |
| 0.89 | 1 | 1.9% |
| 1.03 | 1 | 1.9% |
| 0.41 | 1 | 1.9% |
| (Missing) | 48 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.69 | 1 | |
| 0.89 | 1 | |
| 1.03 | 1 | |
| 0.41 | 1 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4 | |
| . | 4 | |
| 9 | 2 | |
| 1 | 2 | |
| 6 | 1 | 6.2% |
| 8 | 1 | 6.2% |
| 3 | 1 | 6.2% |
| 4 | 1 | 6.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 12 | |
| Other Punctuation | 4 | 25.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 9 | 2 | |
| 1 | 2 | |
| 6 | 1 | 8.3% |
| 8 | 1 | 8.3% |
| 3 | 1 | 8.3% |
| 4 | 1 | 8.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 16 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 4 | |
| . | 4 | |
| 9 | 2 | |
| 1 | 2 | |
| 6 | 1 | 6.2% |
| 8 | 1 | 6.2% |
| 3 | 1 | 6.2% |
| 4 | 1 | 6.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 16 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 4 | |
| . | 4 | |
| 9 | 2 | |
| 1 | 2 | |
| 6 | 1 | 6.2% |
| 8 | 1 | 6.2% |
| 3 | 1 | 6.2% |
| 4 | 1 | 6.2% |
Charcoal
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 12 |
|---|---|
| Distinct (%) | 92.3% |
| Missing | 39 |
| Missing (%) | 75.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.0853846 |
| Minimum | 3.3 |
|---|---|
| Maximum | 18.04 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 3.3 |
|---|---|
| 5-th percentile | 4.092 |
| Q1 | 6.37 |
| median | 7.07 |
| Q3 | 8.58 |
| 95-th percentile | 14.854 |
| Maximum | 18.04 |
| Range | 14.74 |
| Interquartile range (IQR) | 2.21 |
Descriptive statistics
| Standard deviation | 3.7998873 |
|---|---|
| Coefficient of variation (CV) | 0.46996989 |
| Kurtosis | 3.3583698 |
| Mean | 8.0853846 |
| Median Absolute Deviation (MAD) | 1.41 |
| Skewness | 1.6341653 |
| Sum | 105.11 |
| Variance | 14.439144 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 6.37 | 2 | 3.8% |
| 12.73 | 1 | 1.9% |
| 7.78 | 1 | 1.9% |
| 7.07 | 1 | 1.9% |
| 3.3 | 1 | 1.9% |
| 6.61 | 1 | 1.9% |
| 5.66 | 1 | 1.9% |
| 4.62 | 1 | 1.9% |
| 8.58 | 1 | 1.9% |
| 18.04 | 1 | 1.9% |
| Other values (2) | 2 | 3.8% |
| (Missing) | 39 |
| Value | Count | Frequency (%) |
| 3.3 | 1 | |
| 4.62 | 1 | |
| 5.66 | 1 | |
| 6.37 | 2 | |
| 6.61 | 1 | |
| 7.07 | 1 | |
| 7.78 | 1 | |
| 8.38 | 1 | |
| 8.58 | 1 | |
| 9.6 | 1 |
| Value | Count | Frequency (%) |
| 18.04 | 1 | |
| 12.73 | 1 | |
| 9.6 | 1 | |
| 8.58 | 1 | |
| 8.38 | 1 | |
| 7.78 | 1 | |
| 7.07 | 1 | |
| 6.61 | 1 | |
| 6.37 | 2 | |
| 5.66 | 1 |
Gases
Categorical
HIGH CORRELATION MISSING
| Distinct | 5 |
|---|---|
| Distinct (%) | 33.3% |
| Missing | 37 |
| Missing (%) | 71.2% |
| Memory size | 548.0 B |
| 0.41 | |
|---|---|
| 0.43 | 1 |
| 3.59 | 1 |
| 4.28 | 1 |
| 6.89 | 1 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 60 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | 26.7% |
Sample
| 1st row | 0.43 |
|---|---|
| 2nd row | 3.59 |
| 3rd row | 4.28 |
| 4th row | 6.89 |
| 5th row | 0.41 |
Common Values
| Value | Count | Frequency (%) |
| 0.41 | 11 | 21.2% |
| 0.43 | 1 | 1.9% |
| 3.59 | 1 | 1.9% |
| 4.28 | 1 | 1.9% |
| 6.89 | 1 | 1.9% |
| (Missing) | 37 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.41 | 11 | |
| 0.43 | 1 | 6.7% |
| 3.59 | 1 | 6.7% |
| 4.28 | 1 | 6.7% |
| 6.89 | 1 | 6.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 15 | |
| 4 | 13 | |
| 0 | 12 | |
| 1 | 11 | |
| 3 | 2 | 3.3% |
| 9 | 2 | 3.3% |
| 8 | 2 | 3.3% |
| 5 | 1 | 1.7% |
| 2 | 1 | 1.7% |
| 6 | 1 | 1.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 45 | |
| Other Punctuation | 15 | 25.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 13 | |
| 0 | 12 | |
| 1 | 11 | |
| 3 | 2 | 4.4% |
| 9 | 2 | 4.4% |
| 8 | 2 | 4.4% |
| 5 | 1 | 2.2% |
| 2 | 1 | 2.2% |
| 6 | 1 | 2.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 15 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 60 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 15 | |
| 4 | 13 | |
| 0 | 12 | |
| 1 | 11 | |
| 3 | 2 | 3.3% |
| 9 | 2 | 3.3% |
| 8 | 2 | 3.3% |
| 5 | 1 | 1.7% |
| 2 | 1 | 1.7% |
| 6 | 1 | 1.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 60 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 15 | |
| 4 | 13 | |
| 0 | 12 | |
| 1 | 11 | |
| 3 | 2 | 3.3% |
| 9 | 2 | 3.3% |
| 8 | 2 | 3.3% |
| 5 | 1 | 1.7% |
| 2 | 1 | 1.7% |
| 6 | 1 | 1.7% |
Other secondary
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 28 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 24 |
| Missing (%) | 46.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 283.21643 |
| Minimum | 18.57 |
|---|---|
| Maximum | 841.83 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 18.57 |
|---|---|
| 5-th percentile | 46.9455 |
| Q1 | 155.7 |
| median | 236.66 |
| Q3 | 385.1575 |
| 95-th percentile | 581.544 |
| Maximum | 841.83 |
| Range | 823.26 |
| Interquartile range (IQR) | 229.4575 |
Descriptive statistics
| Standard deviation | 194.93293 |
|---|---|
| Coefficient of variation (CV) | 0.68828257 |
| Kurtosis | 1.1120255 |
| Mean | 283.21643 |
| Median Absolute Deviation (MAD) | 106.13 |
| Skewness | 1.1193506 |
| Sum | 7930.06 |
| Variance | 37998.848 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 279.48 | 1 | 1.9% |
| 567.19 | 1 | 1.9% |
| 583.07 | 1 | 1.9% |
| 554.04 | 1 | 1.9% |
| 578.71 | 1 | 1.9% |
| 406.52 | 1 | 1.9% |
| 385.72 | 1 | 1.9% |
| 384.97 | 1 | 1.9% |
| 352.74 | 1 | 1.9% |
| 278.02 | 1 | 1.9% |
| Other values (18) | 18 | |
| (Missing) | 24 |
| Value | Count | Frequency (%) |
| 18.57 | 1 | |
| 26.18 | 1 | |
| 85.51 | 1 | |
| 98.63 | 1 | |
| 107.32 | 1 | |
| 140.48 | 1 | |
| 151.35 | 1 | |
| 157.15 | 1 | |
| 174.51 | 1 | |
| 181.73 | 1 |
| Value | Count | Frequency (%) |
| 841.83 | 1 | |
| 583.07 | 1 | |
| 578.71 | 1 | |
| 567.19 | 1 | |
| 554.04 | 1 | |
| 406.52 | 1 | |
| 385.72 | 1 | |
| 384.97 | 1 | |
| 352.74 | 1 | |
| 279.48 | 1 |
Non-energy
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 44 |
|---|---|
| Distinct (%) | 95.7% |
| Missing | 6 |
| Missing (%) | 11.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 271.81522 |
| Minimum | 0.86 |
|---|---|
| Maximum | 778.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 0.86 |
|---|---|
| 5-th percentile | 2.3975 |
| Q1 | 119.53 |
| median | 182.54 |
| Q3 | 435.21 |
| 95-th percentile | 669.07 |
| Maximum | 778.9 |
| Range | 778.04 |
| Interquartile range (IQR) | 315.68 |
Descriptive statistics
| Standard deviation | 216.38757 |
|---|---|
| Coefficient of variation (CV) | 0.79608335 |
| Kurtosis | -0.61663484 |
| Mean | 271.81522 |
| Median Absolute Deviation (MAD) | 117.79 |
| Skewness | 0.73697791 |
| Sum | 12503.5 |
| Variance | 46823.579 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=44)
| Value | Count | Frequency (%) |
| 0.86 | 3 | 5.8% |
| 382.21 | 1 | 1.9% |
| 476.36 | 1 | 1.9% |
| 78.06 | 1 | 1.9% |
| 124.28 | 1 | 1.9% |
| 163.83 | 1 | 1.9% |
| 437.61 | 1 | 1.9% |
| 778.9 | 1 | 1.9% |
| 623.28 | 1 | 1.9% |
| 700.32 | 1 | 1.9% |
| Other values (34) | 34 | |
| (Missing) | 6 | 11.5% |
| Value | Count | Frequency (%) |
| 0.86 | 3 | |
| 7.01 | 1 | 1.9% |
| 40.31 | 1 | 1.9% |
| 51.44 | 1 | 1.9% |
| 78.06 | 1 | 1.9% |
| 82.12 | 1 | 1.9% |
| 90.89 | 1 | 1.9% |
| 92.4 | 1 | 1.9% |
| 116.75 | 1 | 1.9% |
| 119.24 | 1 | 1.9% |
| Value | Count | Frequency (%) |
| 778.9 | 1 | |
| 700.32 | 1 | |
| 682.88 | 1 | |
| 627.64 | 1 | |
| 623.28 | 1 | |
| 604.21 | 1 | |
| 531 | 1 | |
| 526.39 | 1 | |
| 489.84 | 1 | |
| 487.08 | 1 |
Total Secundaries
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8617.1404 |
| Minimum | 502.68 |
|---|---|
| Maximum | 19408.18 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 502.68 |
|---|---|
| 5-th percentile | 1189.258 |
| Q1 | 4152.3675 |
| median | 7311.935 |
| Q3 | 13512.188 |
| 95-th percentile | 16876.212 |
| Maximum | 19408.18 |
| Range | 18905.5 |
| Interquartile range (IQR) | 9359.82 |
Descriptive statistics
| Standard deviation | 5423.7833 |
|---|---|
| Coefficient of variation (CV) | 0.62941801 |
| Kurtosis | -1.2848625 |
| Mean | 8617.1404 |
| Median Absolute Deviation (MAD) | 5224.22 |
| Skewness | 0.17720577 |
| Sum | 448091.3 |
| Variance | 29417426 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 920.12 | 1 | 1.9% |
| 502.68 | 1 | 1.9% |
| 6977.73 | 1 | 1.9% |
| 7265.07 | 1 | 1.9% |
| 8527.27 | 1 | 1.9% |
| 11020.6 | 1 | 1.9% |
| 12659.41 | 1 | 1.9% |
| 13168.59 | 1 | 1.9% |
| 15032.35 | 1 | 1.9% |
| 14727.27 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| 502.68 | 1 | |
| 920.12 | 1 | |
| 950.36 | 1 | |
| 1384.72 | 1 | |
| 1453.17 | 1 | |
| 1600.39 | 1 | |
| 1811.6 | 1 | |
| 2069.63 | 1 | |
| 2105.8 | 1 | |
| 2679.05 | 1 |
| Value | Count | Frequency (%) |
| 19408.18 | 1 | |
| 17331.46 | 1 | |
| 16974.91 | 1 | |
| 16795.46 | 1 | |
| 16109.3 | 1 | |
| 15306 | 1 | |
| 15032.35 | 1 | |
| 14999.1 | 1 | |
| 14730.15 | 1 | |
| 14727.27 | 1 |
Total
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22050.319 |
| Minimum | 985.17 |
|---|---|
| Maximum | 91390.24 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 985.17 |
|---|---|
| 5-th percentile | 1825.96 |
| Q1 | 4684.0125 |
| median | 7327.17 |
| Q3 | 38751.372 |
| 95-th percentile | 75134.158 |
| Maximum | 91390.24 |
| Range | 90405.07 |
| Interquartile range (IQR) | 34067.36 |
Descriptive statistics
| Standard deviation | 24581.911 |
|---|---|
| Coefficient of variation (CV) | 1.1148097 |
| Kurtosis | 0.70659656 |
| Mean | 22050.319 |
| Median Absolute Deviation (MAD) | 4825.395 |
| Skewness | 1.2823916 |
| Sum | 1146616.6 |
| Variance | 6.0427033 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 985.17 | 1 | 1.9% |
| 1269.02 | 1 | 1.9% |
| 6977.73 | 1 | 1.9% |
| 7295.54 | 1 | 1.9% |
| 9500.11 | 1 | 1.9% |
| 16807.4 | 1 | 1.9% |
| 25038.49 | 1 | 1.9% |
| 25906.28 | 1 | 1.9% |
| 27581.65 | 1 | 1.9% |
| 28861.81 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| 985.17 | 1 | |
| 1269.02 | 1 | |
| 1453.17 | 1 | |
| 2130.97 | 1 | |
| 2352.05 | 1 | |
| 2651.5 | 1 | |
| 2763.2 | 1 | |
| 2913.16 | 1 | |
| 3484.41 | 1 | |
| 3533.3 | 1 |
| Value | Count | Frequency (%) |
| 91390.24 | 1 | |
| 83055.53 | 1 | |
| 79796.47 | 1 | |
| 71319.54 | 1 | |
| 66860.85 | 1 | |
| 56521.82 | 1 | |
| 52041.64 | 1 | |
| 46446.24 | 1 | |
| 45715.53 | 1 | |
| 42049.03 | 1 |
| Year | Oil | Total Primaries | Electricity | LPG | Gasoline/alcohol | Kerosene/jet fuel | Diesel oil | Fuel oil | Charcoal | Other secondary | Non-energy | Total Secundaries | Total | Coal | Coke | Gases | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Year | 1.000 | 0.851 | 0.835 | 0.172 | -0.479 | 0.459 | 0.909 | 0.373 | 0.895 | 0.220 | 0.894 | 0.799 | 0.888 | 0.932 | 1.000 | 1.000 | 1.000 |
| Oil | 0.851 | 1.000 | 1.000 | 0.355 | -0.479 | 0.463 | 0.732 | 0.357 | 0.730 | 0.650 | 0.809 | 0.681 | 0.751 | 0.884 | 1.000 | 1.000 | 0.000 |
| Total Primaries | 0.835 | 1.000 | 1.000 | 0.370 | -0.472 | 0.395 | 0.729 | 0.325 | 0.721 | 0.650 | 0.809 | 0.683 | 0.739 | 0.865 | 1.000 | 1.000 | 0.000 |
| Electricity | 0.172 | 0.355 | 0.370 | 1.000 | -0.004 | 0.083 | 0.192 | 0.297 | 0.191 | 0.213 | -0.055 | 0.302 | 0.230 | 0.229 | 1.000 | 1.000 | 0.369 |
| LPG | -0.479 | -0.479 | -0.472 | -0.004 | 1.000 | 0.049 | -0.301 | 0.213 | -0.268 | 0.342 | -0.412 | -0.264 | -0.241 | -0.408 | 1.000 | 1.000 | 0.237 |
| Gasoline/alcohol | 0.459 | 0.463 | 0.395 | 0.083 | 0.049 | 1.000 | 0.445 | 0.646 | 0.600 | 0.594 | 0.091 | 0.419 | 0.736 | 0.602 | 1.000 | 1.000 | 0.509 |
| Kerosene/jet fuel | 0.909 | 0.732 | 0.729 | 0.192 | -0.301 | 0.445 | 1.000 | 0.520 | 0.834 | 0.305 | 0.686 | 0.852 | 0.852 | 0.890 | 1.000 | 1.000 | 0.642 |
| Diesel oil | 0.373 | 0.357 | 0.325 | 0.297 | 0.213 | 0.646 | 0.520 | 1.000 | 0.496 | 0.622 | -0.065 | 0.525 | 0.639 | 0.565 | 1.000 | 1.000 | 0.505 |
| Fuel oil | 0.895 | 0.730 | 0.721 | 0.191 | -0.268 | 0.600 | 0.834 | 0.496 | 1.000 | 0.380 | 0.555 | 0.759 | 0.951 | 0.907 | 1.000 | 1.000 | 0.000 |
| Charcoal | 0.220 | 0.650 | 0.650 | 0.213 | 0.342 | 0.594 | 0.305 | 0.622 | 0.380 | 1.000 | 0.049 | 0.550 | 0.418 | 0.407 | NaN | 1.000 | 1.000 |
| Other secondary | 0.894 | 0.809 | 0.809 | -0.055 | -0.412 | 0.091 | 0.686 | -0.065 | 0.555 | 0.049 | 1.000 | 0.440 | 0.551 | 0.818 | 1.000 | 1.000 | 0.258 |
| Non-energy | 0.799 | 0.681 | 0.683 | 0.302 | -0.264 | 0.419 | 0.852 | 0.525 | 0.759 | 0.550 | 0.440 | 1.000 | 0.821 | 0.831 | 1.000 | 1.000 | 0.222 |
| Total Secundaries | 0.888 | 0.751 | 0.739 | 0.230 | -0.241 | 0.736 | 0.852 | 0.639 | 0.951 | 0.418 | 0.551 | 0.821 | 1.000 | 0.949 | 1.000 | 1.000 | 0.550 |
| Total | 0.932 | 0.884 | 0.865 | 0.229 | -0.408 | 0.602 | 0.890 | 0.565 | 0.907 | 0.407 | 0.818 | 0.831 | 0.949 | 1.000 | 1.000 | 1.000 | 0.000 |
| Coal | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | NaN | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | NaN | 1.000 |
| Coke | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | NaN | 1.000 | 1.000 |
| Gases | 1.000 | 0.000 | 0.000 | 0.369 | 0.237 | 0.509 | 0.642 | 0.505 | 0.000 | 1.000 | 0.258 | 0.222 | 0.550 | 0.000 | 1.000 | 1.000 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| 115 | Year | Oil | Natural gas | Coal | Hydroenergy | Nuclear | Firewood | Sugarcane and products | Other Primary_x000d_ | Total Primaries | Electricity | LPG | Gasoline/alcohol | Kerosene/jet fuel | Diesel oil | Fuel oil | Coke | Charcoal | Gases | Other secondary | Non-energy | Total Secundaries | Total |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 1970 | 65.05 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 65.05 | 1.72 | NaN | NaN | 122.91 | 47.15 | 748.34 | NaN | NaN | NaN | NaN | NaN | 920.12 | 985.17 |
| 2 | 1971 | 766.34 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 766.34 | 1.55 | NaN | 2.59 | 48.34 | 135.46 | 313.88 | NaN | NaN | NaN | NaN | 0.86 | 502.68 | 1269.02 |
| 3 | 1972 | 1051.12 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1051.12 | 2.15 | 14.13 | 25.52 | 64.73 | 349.79 | 1143.22 | NaN | NaN | NaN | NaN | 0.86 | 1600.39 | 2651.50 |
| 4 | 1973 | 854.25 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 854.25 | 2.24 | 23.96 | 130.57 | 96.67 | 496.39 | 1928.37 | NaN | NaN | NaN | NaN | 0.86 | 2679.05 | 3533.30 |
| 5 | 1974 | 674.34 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 674.34 | 1.72 | 41.16 | 110.86 | 158.06 | 885.61 | 1612.65 | NaN | NaN | NaN | NaN | NaN | 2810.07 | 3484.41 |
| 6 | 1975 | 1101.56 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1101.56 | 2.06 | 62.66 | 204.50 | 34.40 | 566.69 | 934.27 | NaN | NaN | NaN | NaN | 7.01 | 1811.60 | 2913.16 |
| 7 | 1976 | 2913.27 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2913.27 | 2.15 | 11.06 | 25.00 | 8.19 | 264.91 | 639.06 | NaN | NaN | NaN | NaN | NaN | 950.36 | 3863.64 |
| 8 | 1977 | 1378.48 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1378.48 | 12.04 | 16.59 | 244.50 | 54.04 | 456.10 | 601.46 | NaN | NaN | NaN | NaN | NaN | 1384.72 | 2763.20 |
| 9 | 1978 | 246.25 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 246.25 | 15.73 | 46.69 | 768.90 | 212.06 | 552.12 | 510.31 | NaN | NaN | NaN | NaN | NaN | 2105.80 | 2352.05 |
| 10 | 1979 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 13.07 | 70.64 | 398.42 | 198.96 | 346.36 | 425.72 | NaN | NaN | NaN | NaN | NaN | 1453.17 | 1453.17 |
| 115 | Year | Oil | Natural gas | Coal | Hydroenergy | Nuclear | Firewood | Sugarcane and products | Other Primary_x000d_ | Total Primaries | Electricity | LPG | Gasoline/alcohol | Kerosene/jet fuel | Diesel oil | Fuel oil | Coke | Charcoal | Gases | Other secondary | Non-energy | Total Secundaries | Total |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 43 | 2012 | 28095.71 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 28095.71 | 40.20 | 19.09 | 1713.40 | 2203.79 | 670.22 | 8501.13 | NaN | NaN | 0.41 | 278.02 | 241.02 | 13667.28 | 41762.99 |
| 44 | 2013 | 20919.54 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 20919.54 | 40.20 | 55.04 | 1805.52 | 2327.66 | 871.77 | 8278.32 | NaN | NaN | 0.41 | 352.74 | 350.43 | 14082.10 | 35001.64 |
| 45 | 2014 | 27214.80 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 27214.80 | 0.22 | 10.99 | 1044.55 | 2448.47 | 792.72 | 7914.45 | NaN | NaN | 0.41 | 384.97 | 531.00 | 13127.77 | 40342.57 |
| 46 | 2015 | 38639.33 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 38639.33 | 18.88 | 16.78 | 1577.76 | 2383.83 | 650.12 | 7741.17 | NaN | NaN | 0.41 | 385.72 | 627.64 | 13402.32 | 52041.64 |
| 47 | 2016 | 44490.35 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 44490.35 | 44.44 | 0.23 | 1492.37 | 2230.13 | 704.05 | 6549.10 | NaN | NaN | 0.41 | 406.52 | 604.21 | 12031.47 | 56521.82 |
| 48 | 2017 | 54715.51 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 54715.51 | 13.40 | 1.05 | 1093.92 | 2228.23 | 580.93 | 6965.80 | NaN | NaN | 0.41 | 578.71 | 682.88 | 12145.33 | 66860.85 |
| 49 | 2018 | 56589.39 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 56589.39 | 0.07 | 0.55 | 1952.05 | 2788.92 | 1208.70 | 7738.33 | NaN | NaN | 0.41 | 554.04 | 487.08 | 14730.15 | 71319.54 |
| 50 | 2019 | 64490.47 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 64490.47 | 17.11 | 0.33 | 2561.95 | 2433.38 | 507.69 | 8814.11 | NaN | NaN | 0.41 | 583.07 | 387.95 | 15306.00 | 79796.47 |
| 51 | 2020 | 71982.06 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 71982.06 | 33.91 | 0.12 | 2938.42 | 1109.89 | 803.93 | 13572.51 | NaN | NaN | NaN | 567.19 | 382.21 | 19408.18 | 91390.24 |
| 52 | 2021 | 65724.07 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 65724.07 | 3.79 | 0.12 | 2573.24 | 1064.33 | 499.30 | 11963.08 | NaN | NaN | NaN | 841.83 | 385.76 | 17331.46 | 83055.53 |